Delivery of Suomi National Polar-orbiting Partnership (Suomi NPP) satellite data products will cease on November 1, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
Suomi NPP data announcement
Publications Citing Topography Data
List of peer-reviewed publications that cite using Topography data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
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| Anticipating climate change-related mobility in Karachi and Ho Chi Minh City: lessons from a hybrid foresight approach | Martin, Aaron, Kistemaker, Boukje, Allen, Beth, Jones, Bryan | Digital Elevation/Terrain Model (DEM), Climate Adaptation, Surface Water, Snow/Ice, Ground Water, Food Security | ||
| Apex predator loss drives trophic downgrading in China's protected areas | Liu, Junjie, Kang, Yilong, Jensen, Alex J., Kays, Roland, Jiang, Aiwu | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Applicability of a Sine-Random Forest Hybrid Method for meteorological | Zhang, Siyao, Li, Jianzhu, Zhang, Ting, Tian, Jiyang, Feng, Ping | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Surface Pressure, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Snow, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification |
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| Analysis of the infrastructure works on accessibility using graph theory: case study la Linea tunnel | Lopez-Patino, David Fernando, Londono-Linares, Juan Pablo | Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice | ||
| Analyzing canopy structure effects based on LiDAR for GPP-SIF relationship and GPP estimation | Shi, Shuo, Shi, Zixi, Qu, Fangfang, Gong, Wei, Xu, Lu, Liu, Chenxi | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Application of DInSAR technique for landslide detection at the entrance | Carballo, Federico D., Kaufman, Johanna F., Wilson, Carlos G.J., Pardo Duro, M. Laura, Wright, Eugenia M. | Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice | ||
| Application of machine learning techniques for wetland type mapping in the Numto Nature Park (Western Siberia) | Moskovchenko, Mikhail | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Assessing SWOT interferometric SAR altimetry for inland water monitoring: insights from Lake Leman | Bazzi, Henri, Baghdadi, Nicolas, Ngo, Yen-Nhi, Normandin, Cassandra, Frappart, Frederic, Cazals, Cecile | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), LIDAR WAVEFORM, Rivers/Streams, Surface Water Processes/Measurements, Lakes/Reservoirs | ||
| Assessing the Snow Water Equivalent Dynamics of the Brahmaputra River Basin | Rani, Seema, Tiwari, Purushottam, Jaiswal, Harsh, Singh, Jyotsna, Singh, Subhash | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Assessing economic impacts of future GLOFs in Nepal's Everest region under different SSP scenarios using three-dimensional simulations | Furian, Wilhelm, Sauter, Tobias | Sea Level Rise, Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice | ||
| Assessment of high spectral resolution lidar-derived PM2.5 concentration from SEAC4RS, ACEPOL, and three DISCOVER-AQ campaigns | Sutherland, Bethany, Meskhidze, Nicholas | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction | ||
| Assessing Long-Term Post-Conflict Air Pollution: Trends and Implications for Air Quality in Mosul, Iraq | Altahaan, Zena, Dobslaw, Daniel | Emissivity, Land Surface Temperature, Vegetation Index, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Normalized Difference Vegetation Index (NDVI), Dust/Ash/Smoke, Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols, Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density | ||
| Assessing spatial dynamics of GEDI biomass prediction in managed versus unmanaged tropical forest ecosystems in Kenya | Osewe, Erick O., Daniel Nita, Mihai, Islam Keskes, Mohamed, Osewe, Ibrahim, Vasile Abrudan, Ioan | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Assessing groundwater potential using GIS-MCDM and remote sensing | C Musekiwa, C Penn-Clarke, L Nhleko, A Charles, Z Phikiso, T Dhansay | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Assessing the Impact of the October 2020 Capena Earthquake on the Lago Puzzo Sinkhole (San Martino Valley, Rome, Italy): Seismological, InSAR, and Geophysical ... | De Ritis, R., Rotella, G., Tolomei, C., Calderoni, G., Marra, F., Argentieri, A., Vitali, P., Fabiani, M., Chiappini, M., Doglioni, C. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| An Innovative Approach for Forecasting Hydroelectricity Generation by | Atalay, Bektas Aykut, Zor, Kasm | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, Surface Temperature, Upper Air Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds |
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| An integrated assessment of proxies for forest degradation: supporting SDG 15.2 in the Korean Peninsula | Lamchin, Munkhnasan, Lim, Chul-Hee, Song, Cholho, Roh, Minwoo, Lee, Woo-Kyun | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Biomass, Forests, Grasslands, Alpine/Tundra | ||
| Amphibians and Reptiles Exhibit Different Ecological and Evolutionary | LopezRojas, Jhon Jairo, Santiago, Diego Henrique, Sole, Mirco, LourencodeMoraes, Ricardo | Drainage, Rivers/Streams, Watershed Characteristics, Digital Elevation/Terrain Model (DEM) | ||
| An efficient knowledge-driven method for generating complex labels on geological maps | Wang, Yanggang, Hao, Lirong, Li, Li, He, Xuezhou | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| An improved framework to prioritize sub-watersheds: Construction of Watershed Morphometric Composite Index (WMCI) for mountain soil conservation | Ghimire, Shravan Kumar, Lu, Yafeng, Wang, Yukuan | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| A GNSS-T and LiDAR Fusion Approach to Generate Large Scale Vegetation Optical Depth Map | Ghosh, Abesh, Kurum, Mehmet | Digital Surface Model (DSM) | ||
| A gradient-boosted tree framework to model the ice thickness of the world's glaciers (IceBoost v1. 1) | Maffezzoli, Niccolo, Rignot, Eric, Barbante, Carlo, Petersen, Troels, Vascon, Sebastiano | Ice Velocity, Glacier Elevation/Ice Sheet Elevation, Glacier Thickness/Ice Sheet Thickness, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation, Firn Air Content | ||
| A High-Performance Framework for Large-Scale 5G/6G Terrestrial Coverage Simulation | Pallotti, Emiliano, Faccioli, Manuel, Mangiatordi, Federica | RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| A geophysical and glaciological survey of the highest tropical mountain glaciers (Mt. Huascaran, Andes) | Kutuzov, Stanislav, Thompson, Lonnie G., Bolzan, John F., Lavrentiev, Ivan, Chernyakov, Gleb, Schoessow, Forrest | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| A geospatial inventory dataset of study sites in a Korean Quaternary | Kim, Soo Hyun, Byun, Eunji | Land Use/Land Cover, Surface Water, Water Resources, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) |